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Keywords: correlation
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Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 10–12, 2018
Paper Number: SPE-193680-MS
... production forecast enhanced recovery steam-assisted gravity drainage Simulation steam injection Artificial Intelligence Upstream Oil & Gas injection plan target plan society of petroleum engineers predictivity operator prediction period correlation prediction Implementation injection...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 10–12, 2018
Paper Number: SPE-193679-MS
... information of 381 samples that had been acquired from 1938 to 2017 was gathered and plotted against both true vertical depth subsea (TVDSS) and spatial directions (northing and easting). Correlations of average fluid characteristics of all these samples against TVDSS and the direction in 15° north-east...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 10–12, 2018
Paper Number: SPE-193726-MS
... presence of areal heterogeneity. Ratio of the injectors to producers, pressure depletion schedule and associated recovery factors for planned pattern configurations were assessed from numerical simulation. Pattern by pattern heterogeneity indices were estimated and attempted to correlate to predicted flood...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 6–8, 2016
Paper Number: SPE-184113-MS
... The correlation that was obtained from the plotted line of the actual measurments is not shown for the reason of protecting any sensitive data. Nonetheless, from Figure 1 above you can see that the relationship between the two quantities is linear with an R 2 coefficient of 0.9535. This result...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 6–8, 2016
Paper Number: SPE-184140-MS
..., it is much simpler and easier to use than existing methods when applied to Kuwaiti crudes. Modeling & Simulation heavy crude oil Artificial Intelligence experimental viscosity correlation machine learning Upstream Oil & Gas oil sample Oil Viscosity Model composition fluid modeling...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 6–8, 2016
Paper Number: SPE-184132-MS
... across the edge of steam chamber, new correlations are required to consider the influence of fluid viscosity on the relative permeability curves. In this study, the objective is to remedy this deficiency by developing a new set of correlations for relative permeability estimation addressing in particular...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 8–10, 2014
Paper Number: SPE-172896-MS
... of viscosity. Accuracy of NMR based viscosity prediction largely depends on the robustness of the correlation. The existing empirical NMR viscosity correlations are either based on light and medium viscose crude oils, synthetic oils or extremely viscous oils or tar. The Kuwait viscous oil has viscosity...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 8–10, 2014
Paper Number: SPE-172863-MS
... Characterization correlation Proceeding tar-mat sample heavy oil sample ab3 extraction tar mat temperature value complex reservoir sample ab1 Pyrolysis surfactant solution API gravity Upstream Oil & Gas Exhibition toluene different temperature Oil Recovery Tar-Mat Overview Tar-Mat...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 8–10, 2014
Paper Number: SPE-172846-MS
... studies of heavy oil and solvent systems. complex reservoir bitumen distillation Modeling & Simulation pseudo component specific gravity Athabasca bitumen Svrcek correlation oil sand Upstream Oil & Gas liquid phase coefficient heavy oil equation average molecular weight...
Proceedings Papers

Paper presented at the SPE International Heavy Oil Conference and Exhibition, December 8–10, 2014
Paper Number: SPE-172878-MS
.... The maximum NPV is 29.80 MMUSD. thermal method enhanced recovery Upstream Oil & Gas Response Surface Methodology economic analysis steam-assisted gravity drainage correlation NPV SAGD hot water injection rate wasp cycle Modeling & Simulation comprehensive investigation coefficient...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 12–14, 2011
Paper Number: SPE-148906-MS
... – shape (α), lower bound (η) and average plus molecular weight (M o ) in the gamma distribution model. The molar distribution model, together with measured assay-cut specific gravity and boiling point data, are used to determine parameters in the Soreide correlation describing specific gravity-molecular...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 12–14, 2011
Paper Number: SPE-150168-MS
... of rich solvents such as C 3 H 8 . Theoretically, two binary interaction parameter (BIP) correlations in Peng-Robinson equation of state (PR-EOS) have been proposed for respectively characterizing CO 2 -heavy oil systems and C 3 H 8 -heavy oil systems by treating each oil sample as a single...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 12–14, 2011
Paper Number: SPE-150503-MS
... at reservoir temperature. However, at temperature other than reservoir temperature these data are estimated by empirical correlations. Here, based on results of viscosity measurements of 33 heavy crude oil samples of API gravity ranging from 10° and 20° degree, at 68 °F collected from various areas of Kuwaiti...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 12–14, 2011
Paper Number: SPE-150628-MS
.... log analysis nuclear spectrometry log composition evaluation good correlation enhanced recovery high-viscosity oil field correlation test result reservoir upstream oil & gas pnl nuclear log petrophysical equation well logging simulation characteristic saturation spe 150628...
Proceedings Papers

Paper presented at the SPE Heavy Oil Conference and Exhibition, December 12–14, 2011
Paper Number: SPE-150572-MS
... of high viscosity liquid phase. The objective of this study is to physically understand and quantify the effect of liquid viscosity on slug length and develop two-phase slug length correlation for high oil viscosity. The developed slug length correlation can improve the existing mechnistics two-phase flow...

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